Text-guided Fourier Augmentation for long-tailed recognition

Weiqiu Wang, Zining Chen, Fei Su, Zhicheng Zhao

Abstract: Highlights•A novel Text-Guided Fourier Augmentation method for long-tailed visual recognition.•First work fusing textual and Fourier information to enhancing long-tailed learning.•Our end-to-end method outperforms two-stage or multi-experts long-tailed methods.•Superior over other methods in terms of efficiency and performance.